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Edge Impulse (BYOK)

Read your Edge Impulse edge-ML projects: connected devices, dataset samples, impulses, training jobs and deployment history with your own project API key

Unify Dynamics LLC

Tools10read-only
Sign-inBYOKbring your own key
Key keptNeverused for one call only
PriceFreeoptional Pro limits
ProviderEdge Impulseunofficial, not affiliated
Works withMCP · RESTany agent

Try asking

Real questions, and the tools your agent calls to answer them.

Which Edge Impulse project is my API key for and when does it expire?
Tools called
get_api_key_info
Which Edge Impulse projects do I have?
Tools called
list_projects
Which devices are connected to my Edge Impulse project?
Tools called
list_devices
What training samples are in my Edge Impulse project?
Tools called
list_samples
How many samples does my Edge Impulse project have?
Tools called
count_samples
What is my Edge Impulse train and test split?
Tools called
get_dataset_ratio

About

Edge Impulse (BYOK) lets an AI assistant read your own Edge Impulse data through the Edge Impulse API with a key you supply (Edge Impulse project API key (starts with ei_; a project key only sees its own project)). Read-only: 10 tools (get_api_key_info, list_projects, list_devices, list_samples, count_samples, get_dataset_ratio, list_impulses, list_active_jobs, list_finished_jobs, list_deployment_history). The BYOK key travels with each request, is used for that one call only and is never stored, logged or cached; it is only ever sent to studio.edgeimpulse.com. Unofficial connector by Unify Dynamics LLC: not affiliated with, endorsed by or sponsored by Edge Impulse. Edge Impulse and its logos are trademarks of their owners and are used only to say which service the connector works with.

Sources: Live from the Edge Impulse API (studio.edgeimpulse.com) with a BYOK key; documentation: https://docs.edgeimpulse.com/apis/studio. Endpoints checked against that documentation on 2026-10-16.

Privacy

The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.

Data not collectedNo account, no profile, no stored prompts or results.

What it can do

10 tools, grouped by job. Every one is read-only or compute-only.

OpenAPI
Read your data10 tools
  • Get api key infoShow which project the API key belongs to, its role (admin, readonly, ingestion) and its expiry date.
  • List projectsList the active projects the key can see, with name, owner, labeling method, category, tier and last modified time.
  • List devicesList the devices registered with a project: name, type, last seen time and remote management connection state.
  • List samplesList dataset samples in a project by category with label, length, frequency, source device and whether the sample is disabled.
  • Count samplesCount the samples in a project, for one dataset category or for all of them.
  • Get dataset ratioShow how the dataset is split between training, validation and testing.
  • List impulsesList the impulses (the signal-processing and learning pipelines) in a project with id and name, plus the maximum your plan allows.
  • List active jobsList jobs that are running or queued in a project (training, feature generation, builds) with category, start time and compute time.
  • List finished jobsList finished jobs with category, start and finish time, success flag and compute time, optionally within a date range.
  • List deployment historyList the model builds deployed from a project: version, format, engine, model type, impulse and time.

Information

PublisherUnify Dynamics LLC
CategoryDeveloper tools
LanguagesEnglish
Built forWorldwide
CompatibilityAny MCP client · any agent · REST
Version0.1.0
MCP endpointhttps://byok-edgeimpulse.connectorbay.com/mcp
REST APIopenapi.json
SupportGet help · Status
CountryWorldwide
FunctionOther
LayerDeep connectors

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Get Edge Impulse (BYOK)

Free · BYOK · Read-only

BYOK: bring your own keyThis connector uses your own Edge Impulse Edge Impulse project API key (starts with ei_; a project key only sees its own project). Create one at https://docs.edgeimpulse.com/studio/projects/dashboard, with the fewest permissions it needs (read-only if the provider offers it). Your assistant sends it in the X-Upstream-Key header with every request. It is used for that one call only: never stored, logged or cached, and only ever sent to Edge Impulse. Revoke it at the provider whenever you like. Unofficial connector: not affiliated with Edge Impulse.